hari7261 commited on
Commit
2fc62f5
verified
1 Parent(s): 0c0c455

Update README.md

Browse files
Files changed (1) hide show
  1. README.md +35 -3
README.md CHANGED
@@ -1,3 +1,35 @@
1
- ---
2
- license: mit
3
- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ license: mit
3
+ language:
4
+ - en
5
+ base_model:
6
+ - mistralai/Mistral-7B-v0.1
7
+ pipeline_tag: question-answering
8
+ tags:
9
+ - technology
10
+ - QA
11
+ ---
12
+ # TechChat
13
+
14
+ **TechChat** is a domain-specific chatbot fine-tuned from [Mistral-7B-v0.1](https://huggingface.co/mistralai/Mistral-7B-v0.1) using LoRA.
15
+
16
+ ## Model Details
17
+ - **Base model:** mistralai/Mistral-7B-v0.1
18
+ - **Fine-tuning method:** LoRA (Low-Rank Adaptation)
19
+ - **Max sequence length:** 512 tokens
20
+
21
+ ## Intended Use
22
+ - Technical Q&A in [your domain]
23
+ - Chat-style interactions
24
+
25
+ ## Example
26
+ ```python
27
+ from transformers import AutoTokenizer, AutoModelForCausalLM
28
+
29
+ model = AutoModelForCausalLM.from_pretrained("hari7261/TechChat")
30
+ tokenizer = AutoTokenizer.from_pretrained("hari7261/TechChat")
31
+
32
+ prompt = "Explain DNS in simple terms."
33
+ inputs = tokenizer(prompt, return_tensors="pt")
34
+ outputs = model.generate(**inputs, max_new_tokens=150)
35
+ print(tokenizer.decode(outputs[0], skip_special_tokens=True))